Produced by Barrymore's production shingle Flower Films with New Line Cinema to distribute, "Into You" focuses on the challenges of reading or misreading human behavior set in Baltimore, Maryland. Ken Kwapis is directing from the script by Abby Kohn and Marc Silverstein, the writing team behind Barrymore's 1999 film "Never Been Kissed."